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The Unreasonable Effectiveness Of Recurrent Neural Networks
24-09-2022, 23:38 | Автор: GeneForeman819 | Категория: Мультимедиа
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The Unreasonable Effectiveness Of Recurrent Neural NetworksThe LSTM is a particular type of recurrent network that works slightly better in practice, owing to its more powerful update equation and binary options some appealing backpropagation dynamics. From here on I will use the terms "RNN/LSTM" interchangeably but all experiments in this post use an LSTM. ) gets a little more complicated. I’d like to briefly mention that in practice most of us use a slightly different formulation than what I presented above called a Long Short-Term Memory (LSTM) network. I won’t go into details, but everything I’ve said about RNNs stays exactly the same, except the mathematical form for computing the update (the line self.h = .
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